Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004641

The MH-36 locality cells most similar to this Beed cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.178

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005308

distance 0.178

#2 · Beedcell 4700005149

distance 0.179

#3 · Laturcell 4810001779

distance 0.184 · cross-district

#4 · Dharashivcell 4880002890

distance 0.191 · cross-district

#5 · Jalnacell 4790000106

distance 0.197 · cross-district

#6 · Beedcell 4700004296

distance 0.198

#7 · Parbhanicell 4890000436

distance 0.198 · cross-district

#8 · Beedcell 4700006969

distance 0.199

#9 · Laturcell 4810000132

distance 0.201 · cross-district

#10 · Laturcell 4810001691

distance 0.202 · cross-district

#11 · Buldhanacell 4720002157

distance 0.205 · cross-district

#12 · Jalnacell 4790003493

distance 0.207 · cross-district

#13 · Beedcell 4700008517

distance 0.208

#14 · Laturcell 4810001232

distance 0.209 · cross-district

#15 · Sanglicell 4930000009

distance 0.21 · cross-district

#16 · Buldhanacell 4720001322

distance 0.211 · cross-district

#17 · Beedcell 4700004986

distance 0.212

#18 · Beedcell 4700001802

distance 0.213

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":470,"cluster_id":4700004641}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.